Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 859.4 KiB |
| Average record size in memory | 88.0 B |
Variable types
| Numeric | 10 |
|---|
Timeseries statistics
| Number of series | 0 |
|---|---|
| Time series length | 10000 |
| Starting point | 2020-01-01 00:00:00 |
| Ending point | 2020-01-01 05:33:18 |
| Period | 2 seconds |
Channel_0 is highly overall correlated with Channel_1 and 5 other fields | High correlation |
Channel_1 is highly overall correlated with Channel_0 and 5 other fields | High correlation |
Channel_2 is highly overall correlated with Channel_0 and 5 other fields | High correlation |
Channel_4 is highly overall correlated with Channel_0 and 5 other fields | High correlation |
Channel_5 is highly overall correlated with Channel_0 and 5 other fields | High correlation |
Channel_6 is highly overall correlated with Channel_9 | High correlation |
Channel_7 is highly overall correlated with Channel_0 and 5 other fields | High correlation |
Channel_8 is highly overall correlated with Channel_0 and 5 other fields | High correlation |
Channel_9 is highly overall correlated with Channel_6 | High correlation |
Reproduction
| Analysis started | 2025-07-22 17:52:55.957603 |
|---|---|
| Analysis finished | 2025-07-22 17:53:00.936344 |
| Duration | 4.98 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Variables
Channel_0
Real number (ℝ)
High correlation
| Distinct | 8993 |
|---|---|
| Distinct (%) | 89.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.023315366 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4985 |
| Negative (%) | 49.9% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7.4881108 |
| median | 0.10607606 |
| Q3 | 7.5150675 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 15.003178 |
Descriptive statistics
| Standard deviation | 7.2865773 |
|---|---|
| Coefficient of variation (CV) | 312.52254 |
| Kurtosis | -1.6291142 |
| Mean | 0.023315366 |
| Median Absolute Deviation (MAD) | 7.5042853 |
| Skewness | -0.0077365137 |
| Sum | 233.15366 |
| Variance | 53.094209 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 495 | 5.0% |
| 10 | 266 | 2.7% |
| 10 | 91 | 0.9% |
| 10 | 80 | 0.8% |
| 10 | 38 | 0.4% |
| 10 | 35 | 0.4% |
| -10 | 7 | 0.1% |
| 10 | 2 | < 0.1% |
| -10 | 2 | < 0.1% |
| 1.232523383 | 1 | < 0.1% |
| Other values (8983) | 8983 |
| Value | Count | Frequency (%) |
| -10 | 2 | < 0.1% |
| -10 | 495 | |
| -10 | 7 | 0.1% |
| -9.995997867 | 1 | < 0.1% |
| -9.995929828 | 1 | < 0.1% |
| -9.994626631 | 1 | < 0.1% |
| -9.994386462 | 1 | < 0.1% |
| -9.99403333 | 1 | < 0.1% |
| -9.993015511 | 1 | < 0.1% |
| -9.989771707 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 10 | 38 | 0.4% |
| 10 | 80 | 0.8% |
| 10 | 266 | |
| 10 | 91 | 0.9% |
| 10 | 35 | 0.4% |
| 10 | 2 | < 0.1% |
| 9.994467421 | 1 | < 0.1% |
| 9.993407077 | 1 | < 0.1% |
Channel_1
Real number (ℝ)
High correlation
| Distinct | 8925 |
|---|---|
| Distinct (%) | 89.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.030699536 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4996 |
| Negative (%) | 50.0% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7.5263141 |
| median | 0.017815496 |
| Q3 | 7.6581726 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 15.184487 |
Descriptive statistics
| Standard deviation | 7.3386267 |
|---|---|
| Coefficient of variation (CV) | 239.04683 |
| Kurtosis | -1.6311395 |
| Mean | 0.030699536 |
| Median Absolute Deviation (MAD) | 7.5922892 |
| Skewness | 0.00099129066 |
| Sum | 306.99536 |
| Variance | 53.855441 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 513 | 5.1% |
| 10 | 280 | 2.8% |
| 10 | 118 | 1.2% |
| 10 | 92 | 0.9% |
| 10 | 39 | 0.4% |
| 10 | 35 | 0.4% |
| 10 | 4 | < 0.1% |
| -10 | 2 | < 0.1% |
| 1.537134004 | 1 | < 0.1% |
| 8.920877148 | 1 | < 0.1% |
| Other values (8915) | 8915 |
| Value | Count | Frequency (%) |
| -10 | 1 | < 0.1% |
| -10 | 2 | < 0.1% |
| -10 | 1 | < 0.1% |
| -10 | 513 | |
| -10 | 1 | < 0.1% |
| -10 | 1 | < 0.1% |
| -10 | 1 | < 0.1% |
| -9.998515604 | 1 | < 0.1% |
| -9.99823317 | 1 | < 0.1% |
| -9.997878349 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 4 | < 0.1% |
| 10 | 35 | 0.4% |
| 10 | 92 | 0.9% |
| 10 | 280 | |
| 10 | 118 | |
| 10 | 39 | 0.4% |
| 9.999138987 | 1 | < 0.1% |
| 9.995699858 | 1 | < 0.1% |
| 9.9951103 | 1 | < 0.1% |
| 9.994705254 | 1 | < 0.1% |
Channel_2
Real number (ℝ)
High correlation
| Distinct | 8932 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04237048 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4964 |
| Negative (%) | 49.6% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7.5063703 |
| median | 0.17721684 |
| Q3 | 7.6275827 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 15.133953 |
Descriptive statistics
| Standard deviation | 7.3108588 |
|---|---|
| Coefficient of variation (CV) | 172.54605 |
| Kurtosis | -1.6256746 |
| Mean | 0.04237048 |
| Median Absolute Deviation (MAD) | 7.5618842 |
| Skewness | -0.0059517761 |
| Sum | 423.7048 |
| Variance | 53.448657 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 542 | 5.4% |
| 10 | 255 | 2.5% |
| 10 | 96 | 1.0% |
| 10 | 93 | 0.9% |
| 10 | 48 | 0.5% |
| 10 | 38 | 0.4% |
| -10 | 2 | < 0.1% |
| -10 | 2 | < 0.1% |
| -9.331890919 | 1 | < 0.1% |
| 2.24296771 | 1 | < 0.1% |
| Other values (8922) | 8922 |
| Value | Count | Frequency (%) |
| -10 | 2 | < 0.1% |
| -10 | 1 | < 0.1% |
| -10 | 542 | |
| -10 | 2 | < 0.1% |
| -9.993523868 | 1 | < 0.1% |
| -9.992488666 | 1 | < 0.1% |
| -9.991743556 | 1 | < 0.1% |
| -9.986965311 | 1 | < 0.1% |
| -9.986406313 | 1 | < 0.1% |
| -9.985831758 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 38 | 0.4% |
| 10 | 96 | 1.0% |
| 10 | 255 | |
| 10 | 93 | 0.9% |
| 10 | 48 | 0.5% |
| 10 | 1 | < 0.1% |
| 9.998731153 | 1 | < 0.1% |
| 9.996752106 | 1 | < 0.1% |
| 9.99311652 | 1 | < 0.1% |
| 9.991518571 | 1 | < 0.1% |
Channel_3
Real number (ℝ)
| Distinct | 4023 |
|---|---|
| Distinct (%) | 40.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.042069351 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4982 |
| Negative (%) | 49.8% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -10 |
| median | 0.14242543 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 8.5034891 |
|---|---|
| Coefficient of variation (CV) | 202.13027 |
| Kurtosis | -1.7166579 |
| Mean | 0.042069351 |
| Median Absolute Deviation (MAD) | 9.8575746 |
| Skewness | -0.0089034492 |
| Sum | 420.69351 |
| Variance | 72.309328 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 2942 | |
| 10 | 1504 | 15.0% |
| 10 | 555 | 5.5% |
| 10 | 516 | 5.2% |
| 10 | 226 | 2.3% |
| 10 | 203 | 2.0% |
| -10 | 15 | 0.1% |
| -10 | 14 | 0.1% |
| -10 | 4 | < 0.1% |
| 10 | 4 | < 0.1% |
| Other values (4013) | 4017 |
| Value | Count | Frequency (%) |
| -10 | 4 | < 0.1% |
| -10 | 15 | 0.1% |
| -10 | 2942 | |
| -10 | 14 | 0.1% |
| -10 | 2 | < 0.1% |
| -9.999015625 | 1 | < 0.1% |
| -9.998570208 | 1 | < 0.1% |
| -9.987572375 | 1 | < 0.1% |
| -9.976003946 | 1 | < 0.1% |
| -9.967801573 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 10 | 4 | < 0.1% |
| 10 | 226 | 2.3% |
| 10 | 516 | 5.2% |
| 10 | 1504 | |
| 10 | 555 | 5.5% |
| 10 | 203 | 2.0% |
| 10 | 4 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9.999917573 | 1 | < 0.1% |
Channel_4
Real number (ℝ)
High correlation
| Distinct | 8955 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.029431324 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4974 |
| Negative (%) | 49.7% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7.5597154 |
| median | 0.11309724 |
| Q3 | 7.607191 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 15.166906 |
Descriptive statistics
| Standard deviation | 7.3404228 |
|---|---|
| Coefficient of variation (CV) | 249.40852 |
| Kurtosis | -1.6301062 |
| Mean | 0.029431324 |
| Median Absolute Deviation (MAD) | 7.5772679 |
| Skewness | -0.010289271 |
| Sum | 294.31324 |
| Variance | 53.881807 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 543 | 5.4% |
| 10 | 246 | 2.5% |
| 10 | 89 | 0.9% |
| 10 | 87 | 0.9% |
| 10 | 44 | 0.4% |
| 10 | 42 | 0.4% |
| -8.584808411 | 1 | < 0.1% |
| -6.391310198 | 1 | < 0.1% |
| 1.028868679 | 1 | < 0.1% |
| -9.188849958 | 1 | < 0.1% |
| Other values (8945) | 8945 |
| Value | Count | Frequency (%) |
| -10 | 1 | < 0.1% |
| -10 | 1 | < 0.1% |
| -10 | 543 | |
| -10 | 1 | < 0.1% |
| -10 | 1 | < 0.1% |
| -9.999124641 | 1 | < 0.1% |
| -9.996748892 | 1 | < 0.1% |
| -9.99660637 | 1 | < 0.1% |
| -9.991935581 | 1 | < 0.1% |
| -9.990929509 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 44 | 0.4% |
| 10 | 87 | 0.9% |
| 10 | 246 | |
| 10 | 89 | 0.9% |
| 10 | 42 | 0.4% |
| 10 | 1 | < 0.1% |
| 9.998982289 | 1 | < 0.1% |
| 9.996265671 | 1 | < 0.1% |
| 9.995843719 | 1 | < 0.1% |
| 9.995429348 | 1 | < 0.1% |
Channel_5
Real number (ℝ)
High correlation
| Distinct | 8894 |
|---|---|
| Distinct (%) | 88.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.046608683 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4991 |
| Negative (%) | 49.9% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7.4814375 |
| median | 0.042498889 |
| Q3 | 7.593812 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 15.075249 |
Descriptive statistics
| Standard deviation | 7.3050187 |
|---|---|
| Coefficient of variation (CV) | 156.73085 |
| Kurtosis | -1.6231838 |
| Mean | 0.046608683 |
| Median Absolute Deviation (MAD) | 7.5418132 |
| Skewness | -0.0080302114 |
| Sum | 466.08683 |
| Variance | 53.363298 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 538 | 5.4% |
| 10 | 302 | 3.0% |
| 10 | 98 | 1.0% |
| 10 | 95 | 0.9% |
| 10 | 38 | 0.4% |
| 10 | 37 | 0.4% |
| -10 | 3 | < 0.1% |
| -10 | 2 | < 0.1% |
| -10 | 2 | < 0.1% |
| -9.421470941 | 1 | < 0.1% |
| Other values (8884) | 8884 |
| Value | Count | Frequency (%) |
| -10 | 1 | < 0.1% |
| -10 | 3 | < 0.1% |
| -10 | 538 | |
| -10 | 2 | < 0.1% |
| -10 | 2 | < 0.1% |
| -9.995255003 | 1 | < 0.1% |
| -9.992850718 | 1 | < 0.1% |
| -9.992806388 | 1 | < 0.1% |
| -9.992694769 | 1 | < 0.1% |
| -9.989864033 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 10 | 37 | 0.4% |
| 10 | 98 | 1.0% |
| 10 | 302 | |
| 10 | 95 | 0.9% |
| 10 | 38 | 0.4% |
| 10 | 1 | < 0.1% |
| 9.999816875 | 1 | < 0.1% |
| 9.998129738 | 1 | < 0.1% |
| 9.993732185 | 1 | < 0.1% |
Channel_6
Real number (ℝ)
High correlation
| Distinct | 6769 |
|---|---|
| Distinct (%) | 67.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.032515199 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5013 |
| Negative (%) | 50.1% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -8.7356066 |
| median | -0.031712242 |
| Q3 | 8.7864999 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 17.522106 |
Descriptive statistics
| Standard deviation | 8.0430049 |
|---|---|
| Coefficient of variation (CV) | -247.36139 |
| Kurtosis | -1.6860818 |
| Mean | -0.032515199 |
| Median Absolute Deviation (MAD) | 8.7777461 |
| Skewness | 0.0075456955 |
| Sum | -325.15199 |
| Variance | 64.689928 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 1590 | 15.9% |
| 10 | 829 | 8.3% |
| 10 | 296 | 3.0% |
| 10 | 284 | 2.8% |
| 10 | 114 | 1.1% |
| 10 | 106 | 1.1% |
| -10 | 12 | 0.1% |
| -10 | 4 | < 0.1% |
| -10 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (6759) | 6760 |
| Value | Count | Frequency (%) |
| -10 | 2 | < 0.1% |
| -10 | 4 | < 0.1% |
| -10 | 1590 | |
| -10 | 12 | 0.1% |
| -10 | 3 | < 0.1% |
| -9.998500013 | 1 | < 0.1% |
| -9.996546595 | 1 | < 0.1% |
| -9.995138911 | 1 | < 0.1% |
| -9.994688542 | 1 | < 0.1% |
| -9.99161671 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 2 | < 0.1% |
| 10 | 106 | 1.1% |
| 10 | 296 | 3.0% |
| 10 | 829 | |
| 10 | 284 | 2.8% |
| 10 | 114 | 1.1% |
| 10 | 1 | < 0.1% |
| 9.999664215 | 1 | < 0.1% |
| 9.999250395 | 1 | < 0.1% |
| 9.999079773 | 1 | < 0.1% |
Channel_7
Real number (ℝ)
High correlation
| Distinct | 8934 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.015888731 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4978 |
| Negative (%) | 49.8% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7.5984995 |
| median | 0.10919286 |
| Q3 | 7.5990121 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 15.197512 |
Descriptive statistics
| Standard deviation | 7.3494983 |
|---|---|
| Coefficient of variation (CV) | 462.56042 |
| Kurtosis | -1.6359696 |
| Mean | 0.015888731 |
| Median Absolute Deviation (MAD) | 7.6021155 |
| Skewness | -0.012104834 |
| Sum | 158.88731 |
| Variance | 54.015125 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 558 | 5.6% |
| 10 | 267 | 2.7% |
| 10 | 100 | 1.0% |
| 10 | 78 | 0.8% |
| 10 | 34 | 0.3% |
| 10 | 31 | 0.3% |
| -10 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| -10 | 2 | < 0.1% |
| -6.006098193 | 1 | < 0.1% |
| Other values (8924) | 8924 |
| Value | Count | Frequency (%) |
| -10 | 1 | < 0.1% |
| -10 | 3 | < 0.1% |
| -10 | 558 | |
| -10 | 1 | < 0.1% |
| -10 | 2 | < 0.1% |
| -9.999905785 | 1 | < 0.1% |
| -9.998398824 | 1 | < 0.1% |
| -9.996858904 | 1 | < 0.1% |
| -9.993044128 | 1 | < 0.1% |
| -9.991250528 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 31 | 0.3% |
| 10 | 100 | 1.0% |
| 10 | 267 | |
| 10 | 78 | 0.8% |
| 10 | 34 | 0.3% |
| 10 | 2 | < 0.1% |
| 9.999994829 | 1 | < 0.1% |
| 9.998297506 | 1 | < 0.1% |
| 9.997163007 | 1 | < 0.1% |
| 9.995079702 | 1 | < 0.1% |
Channel_8
Real number (ℝ)
High correlation
| Distinct | 8970 |
|---|---|
| Distinct (%) | 89.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.039783348 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 4974 |
| Negative (%) | 49.7% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -7.5631797 |
| median | 0.14453496 |
| Q3 | 7.5992894 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 15.162469 |
Descriptive statistics
| Standard deviation | 7.3226333 |
|---|---|
| Coefficient of variation (CV) | 184.06277 |
| Kurtosis | -1.6285711 |
| Mean | 0.039783348 |
| Median Absolute Deviation (MAD) | 7.5770385 |
| Skewness | -0.0096032738 |
| Sum | 397.83348 |
| Variance | 53.620958 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 519 | 5.2% |
| 10 | 270 | 2.7% |
| 10 | 89 | 0.9% |
| 10 | 87 | 0.9% |
| 10 | 37 | 0.4% |
| 10 | 33 | 0.3% |
| -10 | 2 | < 0.1% |
| -9.393687463 | 1 | < 0.1% |
| -9.315252493 | 1 | < 0.1% |
| 7.356816296 | 1 | < 0.1% |
| Other values (8960) | 8960 |
| Value | Count | Frequency (%) |
| -10 | 1 | < 0.1% |
| -10 | 519 | |
| -10 | 2 | < 0.1% |
| -10 | 1 | < 0.1% |
| -9.997656701 | 1 | < 0.1% |
| -9.995309014 | 1 | < 0.1% |
| -9.9943809 | 1 | < 0.1% |
| -9.993829064 | 1 | < 0.1% |
| -9.991449377 | 1 | < 0.1% |
| -9.989675318 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 10 | 37 | 0.4% |
| 10 | 87 | 0.9% |
| 10 | 270 | |
| 10 | 89 | 0.9% |
| 10 | 33 | 0.3% |
| 10 | 1 | < 0.1% |
| 9.997849063 | 1 | < 0.1% |
| 9.995353775 | 1 | < 0.1% |
| 9.992685077 | 1 | < 0.1% |
Channel_9
Real number (ℝ)
High correlation
| Distinct | 6722 |
|---|---|
| Distinct (%) | 67.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.03711725 |
| Minimum | -10 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5031 |
| Negative (%) | 50.3% |
| Memory size | 156.2 KiB |
Quantile statistics
| Minimum | -10 |
|---|---|
| 5-th percentile | -10 |
| Q1 | -8.785818 |
| median | -0.13061288 |
| Q3 | 8.7290196 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 20 |
| Interquartile range (IQR) | 17.514838 |
Descriptive statistics
| Standard deviation | 8.0534787 |
|---|---|
| Coefficient of variation (CV) | -216.97402 |
| Kurtosis | -1.686699 |
| Mean | -0.03711725 |
| Median Absolute Deviation (MAD) | 8.7587446 |
| Skewness | 0.0062403456 |
| Sum | -371.1725 |
| Variance | 64.85852 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -10 | 1633 | 16.3% |
| 10 | 797 | 8.0% |
| 10 | 311 | 3.1% |
| 10 | 290 | 2.9% |
| 10 | 119 | 1.2% |
| 10 | 110 | 1.1% |
| -10 | 14 | 0.1% |
| -10 | 10 | 0.1% |
| 10 | 2 | < 0.1% |
| -10 | 2 | < 0.1% |
| Other values (6712) | 6712 |
| Value | Count | Frequency (%) |
| -10 | 2 | < 0.1% |
| -10 | 14 | 0.1% |
| -10 | 1633 | |
| -10 | 10 | 0.1% |
| -10 | 1 | < 0.1% |
| -9.994031989 | 1 | < 0.1% |
| -9.992999317 | 1 | < 0.1% |
| -9.99211967 | 1 | < 0.1% |
| -9.991929263 | 1 | < 0.1% |
| -9.988884488 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 10 | 119 | 1.2% |
| 10 | 311 | 3.1% |
| 10 | 797 | |
| 10 | 290 | 2.9% |
| 10 | 110 | 1.1% |
| 10 | 2 | < 0.1% |
| 9.999400525 | 1 | < 0.1% |
| 9.998401798 | 1 | < 0.1% |
| 9.997496384 | 1 | < 0.1% |
Interactions
Correlations
| Channel_0 | Channel_1 | Channel_2 | Channel_3 | Channel_4 | Channel_5 | Channel_6 | Channel_7 | Channel_8 | Channel_9 | |
|---|---|---|---|---|---|---|---|---|---|---|
| Channel_0 | 1.000 | 0.856 | 0.860 | -0.423 | 0.856 | 0.860 | -0.463 | 0.858 | 0.855 | -0.459 |
| Channel_1 | 0.856 | 1.000 | 0.856 | -0.427 | 0.858 | 0.858 | -0.457 | 0.856 | 0.857 | -0.456 |
| Channel_2 | 0.860 | 0.856 | 1.000 | -0.425 | 0.855 | 0.856 | -0.463 | 0.855 | 0.854 | -0.455 |
| Channel_3 | -0.423 | -0.427 | -0.425 | 1.000 | -0.427 | -0.424 | -0.352 | -0.426 | -0.423 | -0.357 |
| Channel_4 | 0.856 | 0.858 | 0.855 | -0.427 | 1.000 | 0.856 | -0.457 | 0.855 | 0.854 | -0.457 |
| Channel_5 | 0.860 | 0.858 | 0.856 | -0.424 | 0.856 | 1.000 | -0.463 | 0.860 | 0.857 | -0.457 |
| Channel_6 | -0.463 | -0.457 | -0.463 | -0.352 | -0.457 | -0.463 | 1.000 | -0.462 | -0.459 | 0.816 |
| Channel_7 | 0.858 | 0.856 | 0.855 | -0.426 | 0.855 | 0.860 | -0.462 | 1.000 | 0.861 | -0.462 |
| Channel_8 | 0.855 | 0.857 | 0.854 | -0.423 | 0.854 | 0.857 | -0.459 | 0.861 | 1.000 | -0.455 |
| Channel_9 | -0.459 | -0.456 | -0.455 | -0.357 | -0.457 | -0.457 | 0.816 | -0.462 | -0.455 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| cols | Channel_0 | Channel_1 | Channel_2 | Channel_3 | Channel_4 | Channel_5 | Channel_6 | Channel_7 | Channel_8 | Channel_9 |
|---|---|---|---|---|---|---|---|---|---|---|
| date | ||||||||||
| 2020-01-01 00:00:00 | -3.502282 | 6.498474 | 9.303281 | -4.492846 | -5.247729 | -10.000000 | -0.185594 | -1.254006 | -0.468232 | 10.000000 |
| 2020-01-01 00:00:02 | -8.361674 | 1.445274 | -3.976604 | -3.789393 | 7.281969 | -10.000000 | 6.484769 | -7.951343 | 10.000000 | 0.464479 |
| 2020-01-01 00:00:04 | -4.336743 | 9.387145 | -7.224962 | 8.937463 | -10.000000 | -3.456652 | 10.000000 | -0.458021 | 0.594672 | 8.191028 |
| 2020-01-01 00:00:06 | -8.960544 | -1.493426 | -10.000000 | 7.129725 | -6.411168 | -8.162862 | 10.000000 | -8.601640 | -2.967463 | -6.059203 |
| 2020-01-01 00:00:08 | 1.055208 | -6.188747 | 3.962680 | 10.000000 | -10.000000 | 4.307453 | 0.925952 | -6.131798 | -2.672101 | -4.202614 |
| 2020-01-01 00:00:10 | 0.690208 | 5.146175 | 10.000000 | -6.106336 | 6.720332 | -2.188129 | -7.762917 | -0.291518 | -10.000000 | -4.417446 |
| 2020-01-01 00:00:12 | 10.000000 | -9.063624 | -10.000000 | -0.027209 | -7.299486 | -5.033220 | 2.731448 | -3.249396 | -2.225612 | 5.078785 |
| 2020-01-01 00:00:14 | 3.045774 | -10.000000 | -3.608325 | 2.517417 | -2.298254 | -4.605564 | 10.000000 | 6.724583 | -2.872659 | -3.122953 |
| 2020-01-01 00:00:16 | -2.559417 | -7.088679 | -5.777390 | -10.000000 | -7.244992 | -6.370141 | 10.000000 | -9.776305 | -6.143805 | 7.566829 |
| 2020-01-01 00:00:18 | 5.672226 | 8.956211 | 6.030192 | -10.000000 | 5.202712 | 6.368441 | 10.000000 | 4.429904 | 8.005444 | 5.702793 |
| cols | Channel_0 | Channel_1 | Channel_2 | Channel_3 | Channel_4 | Channel_5 | Channel_6 | Channel_7 | Channel_8 | Channel_9 |
|---|---|---|---|---|---|---|---|---|---|---|
| date | ||||||||||
| 2020-01-01 05:33:00 | 7.724982 | 6.828626 | 6.617924 | -10.000000 | 7.193498 | 10.000000 | -7.345044 | 7.776879 | 7.741192 | -5.488993 |
| 2020-01-01 05:33:02 | 8.482427 | 9.328642 | 10.000000 | -10.000000 | 9.342872 | 8.263293 | -1.419752 | 7.512816 | 9.859695 | -1.928835 |
| 2020-01-01 05:33:04 | -6.810729 | -10.000000 | -7.463161 | 7.658487 | -8.702026 | -6.936082 | 9.791200 | -7.737863 | -6.848014 | 10.000000 |
| 2020-01-01 05:33:06 | -4.745913 | -7.291802 | -7.720519 | 10.000000 | -10.000000 | -6.005625 | 6.421953 | -9.578216 | -8.877353 | 7.664612 |
| 2020-01-01 05:33:08 | 7.666168 | 10.000000 | 9.432333 | -10.000000 | 7.348154 | 8.837548 | 9.771994 | 7.096758 | 7.556573 | 9.727551 |
| 2020-01-01 05:33:10 | 9.181037 | 9.949526 | 10.000000 | -10.000000 | 8.198188 | 7.016912 | 0.430321 | 4.937893 | 7.385373 | -0.264961 |
| 2020-01-01 05:33:12 | 6.211147 | 5.845740 | 4.943193 | -10.000000 | 3.227705 | 3.234221 | 6.597330 | 2.392102 | 4.229778 | 10.000000 |
| 2020-01-01 05:33:14 | -6.742547 | -6.949797 | -7.828166 | -10.000000 | -7.557412 | -6.431307 | 10.000000 | -6.569968 | -6.685854 | 9.829434 |
| 2020-01-01 05:33:16 | 5.718529 | 6.867070 | 5.570893 | -10.000000 | 7.462623 | 5.864183 | 9.239966 | 10.000000 | 7.445758 | 4.632382 |
| 2020-01-01 05:33:18 | -4.775855 | -0.487844 | -4.632083 | 10.000000 | -6.416399 | -8.527289 | 8.982562 | -10.000000 | -7.426796 | 5.074506 |